Dongyoon Hwang
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
unsupervised skill discovery
(2)
continuous control
(2)
reinforcement learning
(2)
reward function
(1)
unsupervised representation learning
(1)
predictive representation
(1)
latent space
(1)
skill learning
(1)
reward shaping
(1)
instruction learning
(1)
feature decorrelation
(1)
temporal prediction
(1)
representational collapse
(1)
instruction video
(1)
unsupervised learning
(1)
skill guidance
(1)
behavior cloning
(1)
skill discovery
(1)
Papers
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
ICLR 2025
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
NIPS 2024
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
ICML 2024
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning
ICML 2024
Learning to Discover Skills through Guidance
NIPS 2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
ICML 2023